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TeXFix-Bench: An Empirically Grounded Multi-Format Benchmark for LLM-Based Docum

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1 SIGNALFIRST DETECTED 11 August 2026
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11 Aug
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20 Mar
Benchmarking PDF Parsers on Table Extraction with LLM-based Semantic Evaluation

arXiv:2603.18652v1 Announce Type: cross Abstract: Reliably extracting tables from PDFs is essential for large-scale scientific data mining and knowledge base construction, yet

REPORT · HOW · ArXiv CS.AIOPEN STORY
22 Jul
Vector-Bench: Can Models Surgically Edit SVG Code?

arXiv:2607.19056v1 Announce Type: new Abstract: Instruction-based vector editing requires two capabilities: making a requested change and leaving everything else alone. The second

REPORT · WHEN · ArXiv CS.AIOPEN STORY
12 May
Measuring What Matters: Benchmarking Generative, Multimodal, and Agentic AI in Healthcare

arXiv:2605.08445v1 Announce Type: new Abstract: AI models are increasingly deployed in live clinical environments where they must perform reliably across complex, high-stakes

REPORT · WHERE · ArXiv CS.AIOPEN STORY
14 Jul
Format Sensitivity Index: Token-Controlled Prompt Wrapper Robustness and Schema Compliance in LLM Benchmarking

arXiv:2607.09665v1 Announce Type: new Abstract: Prompt wrappers often differ only in formatting, yet they can change model scores enough to flip leaderboard conclusions. We study

REPORT · WHAT · ArXiv CS.AIOPEN STORY
25 Mar
JFTA-Bench: Evaluate LLM's Ability of Tracking and Analyzing Malfunctions Using Fault Trees

arXiv:2603.22978v1 Announce Type: new Abstract: In the maintenance of complex systems, fault trees are used to locate problems and provide targeted solutions. To enable fault

REPORT · HOW · ArXiv CS.AIOPEN STORY
13 Apr
DRBENCHER: Can Your Agent Identify the Entity, Retrieve Its Properties and Do the Math?

arXiv:2604.09251v1 Announce Type: new Abstract: Deep research agents increasingly interleave web browsing with multi-step computation, yet existing benchmarks evaluate these

REPORT · WHAT · ArXiv CS.AIOPEN STORY
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